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The powers of both methods increased gradually with increasing correlations.
Importantly, we found that the influence of data source on results decreased with increasing correlations and became negligible at r > 0.6.
As shown in Figure 4A, the three selection criteria showed progressively increasing correlations and decreasing misclassification rates, with the "100 DE" criterion achieving the best concordance.
By including time-invariant regional variation, we cause the long-term average AOD and long-term average PM2.5 to more closely match at large spatial scales, necessarily increasing correlations of PM2.5 and AOD.
For low correlation levels its coverage is the best, but it quickly falls with increasing correlations and becomes sensitive to growing sample sizes, in the same surprising direction as the AG method.
Similar(55)
With an increasing correlation between commodities and associated equity plays over the last two years, it is hard to see great benefits to BHP from adding a 10th division.
In the longer term, the severe underperformance of mutual fund managers last year was attributed by Horizon Advisors to the volatility in the markets and the increasing correlation of stocks.
Increasing correlation.
With increasing correlation, the OP increases up to an order of magnitude.
Our auxiliary graph can deal with both decreasing and increasing correlation cases.
Indeed, iterating more can have detrimental effects on the algorithm due to increasing correlation of random noise.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com